santipulgaz — Just Chatting stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 20, 2026 · VOD 2824284184

Chat mood & viewers

66,922 MSGS

Positive

4,924

7.4% of msgs

Negative

221

0.3% of msgs

Neutral

61,777

92.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,924 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

552:000.00→0.40Δ+0.40
557:000.04→0.44Δ+0.40
547:000.00→0.38Δ+0.38
502:000.43→0.07Δ-0.36
530:000.00→0.33Δ+0.33
531:000.33→0.00Δ-0.33

Mood regime · per minute

570 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

570 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

03:00INFLUX×8.4clip suggested Watch VOD
46 first-time chatters in one minute (raid-like influx)
- Shwipp_: pero like wsp dood
- K1ll3r_X: santi u broke my heart bro
04:00INFLUX×11.1clip suggested Watch VOD
61 first-time chatters in one minute (raid-like influx)
- boatzin: its a dog eat dog world out here
- JeeSama_: not u tho
06:00INFLUX×8.4clip suggested Watch VOD
46 first-time chatters in one minute (raid-like influx)
- xov8: "train" u aint dm in a week pfft
- aylexsre: Santi am I getting dropped?
07:00INFLUX×10clip suggested Watch VOD
55 first-time chatters in one minute (raid-like influx)
- jflame1300: Live chanel editor hasn’t been doing shit
- purplepotatosack: santi do u know who modestcube is? i notice ur editing is similar to his
10:00INFLUX×9.9clip suggested Watch VOD
54 first-time chatters in one minute (raid-like influx)
- supbasee: TruthNuke
- kronikapez: SORRY GROUP HAH

Keyword tracker

TOP 14

hold2,058
that1,571
lmfao1,438
fairs1,256
santi1,220
like924
oscs876
this796
yugi768
just706
piece662
ouushit656
they653
what640

Bot radar

8 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	165	1.00	known	known bot account
streamelements	73	1.00	known	known bot account
josephlawl	36	0.45	medium	repeated one message ×31 (86% of output)
wagglez	14	0.45	medium	repeated one message ×7 (50% of output)
fanncyy_	12	0.45	medium	repeated one message ×6 (50% of output)
joeb4395	8	0.45	medium	repeated one message ×4 (50% of output)
putridgoblin	8	0.45	medium	repeated one message ×4 (50% of output)
iarpn	7	0.45	medium	repeated one message ×5 (71% of output)

Emote pulse

TOP 8

LUL310
catrna1257
santit20PULGAZ176
arkyszN166
Clap140
omgBruh119
santit20GOGGLES102
santit20YUGIYAM82

Evidence tape

6 MSGS

00:00karambit_1234510OPENER
OOO
02:00ifwthiccthighsPING
@santipulgaz so you got the stuff for the walls but still haven't put them up???
02:00PotatBotatPING
@rayy_00098 ͏👥 @santipulgaz has 90,901 followers on Twitch! Progress towards follower goal: 91% (9,099 more to go!)
03:00goshtcPING
RUN FANUM IS COMING @santipulgaz
03:00crazmeze5kPING
@santipulgaz First link of the day https://x.com/LudwigAhgren/status/2079017096785076440?s=20
03:00lamonseedPING
@santipulgaz why ludwig told arky to leave you in the trenches?

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump569 min · 472,242 views

Chat rate · per minute

H 653AVG 117.46 PEAKS

burst heat · 0m → 569m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0167:00 · 521 msgs×4.4
trending: “HOLD”
- KilIBiII: wheere is best dressed
- 3ezra_lv: @peeeteee thats suburbbaby gng
- AquaticAntii: oscs realizing that yt exists NOWAY
0269:00 · 610 msgs×5.2
trending: “HOLD”
- a0chill: CEO of OSCS LUL
- purplepotatosack: wait but i didn't
- fakeNihilist: i aint get mine
0376:00 · 653 msgs×5.6
trending: “NOWAY”
- bulbasauralright: HES PROPOSING
- Walk003: proposing
- sincerelylucki: HES GONNA PROPOSE
0483:00 · 650 msgs×5.5
trending: “CAT”
- nincmpoop: HOLDD CAT
- jellyfishrida: HOLD CATRNADO
- bagel786: HOLD CATRNADO
0590:00 · 535 msgs×4.6
trending: “OOOO”
- a0chill: international eyes
- im_Hendry: he giving someone control?
- greenRanger00: streamer U in Honduras next year
0693:00 · 548 msgs×4.7
trending: “PIECE”
- adri4nfr: fine ill give cat my number
- nyaameowmeow: 2024 is your year bro
- woodyfriedt: YUGI BROKE HIS LEG

Chat tape · highlights

00:00karambit_1234510OPENER
OOO
02:00ifwthiccthighsPING
@santipulgaz so you got the stuff for the walls but still haven't put them up???
02:00PotatBotatPING
@rayy_00098 ͏👥 @santipulgaz has 90,901 followers on Twitch! Progress towards follower goal: 91% (9,099 more to go!)
03:00goshtcPING
RUN FANUM IS COMING @santipulgaz
03:00crazmeze5kPING
@santipulgaz First link of the day https://x.com/LudwigAhgren/status/2079017096785076440?s=20
03:00lamonseedPING
@santipulgaz why ludwig told arky to leave you in the trenches?
74:00PotatBotatWALL
@ramio2altt Unclear request. “67 spam thoughts” could mean: 1) 67 spam messages/thoughts (likely nonsense content) 2) 67
76:00bulbasauralrightPEAK
HES PROPOSING

Top chatter

RANK 01

shikigamixx

MSGS
SENT

FIRST SEEN 0:00 · 1.8% OF ALL CHATMODSUB

Unique chatters

3,122

1% of viewers

Msgs / chatter

21.4

66,922 msgs total

From subs

45%

30,131 msgs

Bots filtered

238 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS15% OF CHAT

#	Chatter	Badges	Msgs	Share
01	shikigamixx	MODSUB	1215	1.8%
02	JavisTaco	SUBVIP	647	1.0%
03	3zekio	SUB	628	0.9%
04	Eddie1225	SUB	619	0.9%
05	sincerelylucki	SUB	618	0.9%
06	ilyjonatan	SUB	597	0.9%
07	swnd06		579	0.9%
08	sob_6		546	0.8%
09	market77	SUB	466	0.7%
10	jellyfishrida		448	0.7%
11	DannyySmells		422	0.6%
12	fishthatfishesforfish	SUB	413	0.6%
13	Maysify		408	0.6%
14	tysonyk	SUB	394	0.6%
15	impul5ive	MODSUB	366	0.5%
16	ilyjay3	SUB	345	0.5%
17	nincmpoop		339	0.5%
18	earlmazora	SUB	338	0.5%
19	K242X		330	0.5%
20	harrisxp		325	0.5%

User types · badge mix

146 BADGES

SUBSCRIBER28,764 · 43%
FOOTBALL-FEST-20265,954 · 9%
PREMIUM4,580 · 7%
SUB-GIFTER4,289 · 6%
MODERATOR3,840 · 6%
BLOSSOM-BADGE3,643 · 5%
TURBO2,956 · 4%
JASONTHEWEEN-7-DAY-SURVIVAL2,868 · 4%

New chatters · arrival curve

3122 TOTAL

first-message arrivals · 0m → 569m

91 joined in the first 2 minutes = 3% of all chatters

Returning

1498

≥5 msgs sent

One-and-done

868

single message

Most mentioned

2,336 @s

@santipulgaz532 · 175u
@yvettepp125 · 82u
@impul5ive82 · 54u
@sunnys53 · 47u
@1jdab140 · 31u
@santipulgazlive39 · 1u
@santipulgazvods39 · 1u
@itsoddo38 · 33u

Top interactors

WHO PINGS MOST

fossabot153
angelway_56
impul5ive54
fannaf202543
streamelements31
oooovel29
diispariityy27
zara_ejaz27

Chat tape

NOTABLE MSGS

00:00karambit_1234510OPENER
OOO
02:00ifwthiccthighsPING
@santipulgaz so you got the stuff for the walls but still haven't put them up???
02:00PotatBotatPING
@rayy_00098 ͏👥 @santipulgaz has 90,901 followers on Twitch! Progress towards follower goal: 91% (9,099 more to go!)
03:00goshtcPING
RUN FANUM IS COMING @santipulgaz
03:00crazmeze5kPING
@santipulgaz First link of the day https://x.com/LudwigAhgren/status/2079017096785076440?s=20
03:00lamonseedPING
@santipulgaz why ludwig told arky to leave you in the trenches?
74:00PotatBotatWALL
@ramio2altt Unclear request. “67 spam thoughts” could mean: 1) 67 spam messages/thoughts (likely nonsense content) 2) 67
76:00bulbasauralrightPEAK
HES PROPOSING

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

10%

6,363 msgs

Top 50 chatters

26%

17,627 msgs

Remaining

3072

share 74%

TOP 10 · 10%REST · 3112 CHATTERS · 90%

LUL ×310catrna1 ×257santit20PULGAZ ×176arkyszN ×166Clap ×140omgBruh ×119santit20GOGGLES ×102santit20YUGIYAM ×82omeOhh ×60:) ×57

Emote volume

MSGS W/ EMOTES

Of all messages

2.3%

66,922 msgs scanned

Emote codes

2,341 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

29,216

19,897

13,141

3,694

788

183

1-56-1516-4041-8081-160160+

Median

7 ch

P90

33 ch

Max

472 ch

Chat DNA

% OF ALL MSGS

Caps rage

13.1%

8,735 msgs

Questions

4.4%

2,964 msgs

Mentions

3.3%

2,226 @calls

Commands

0.2%

143 !calls

CAPS13.1%
QUESTIONS4.4%
MENTIONS3.3%
COMMANDS0.2%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02catrna1×257
03santit20PULGAZ×176
04arkyszN×166

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×310
catrna1×257
santit20PULGAZ×176
arkyszN×166
Clap×140
omgBruh×119
santit20GOGGLES×102
santit20YUGIYAM×82
omeOhh×60
:)×57
jrkLUL×53
santiLUL×52
sanchOluwamark×50
agaL×46
HUH×46
semiLUL×43

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LMFAO	×1209	257	3m→566m	VIRAL
02	fairs	×947	398	5m→540m	VIRAL
03	ouushit	×558	221	4m→558m	VIRAL
04	HOLD	×508	206	19m→430m	VIRAL
05	geeg	×418	190	4m→562m	VIRAL
06	clappi	×401	128	17m→525m	VIRAL
07	OOOO	×389	184	0m→556m	VIRAL
08	pfft	×350	148	4m→566m	VIRAL
09	CAT HOLD	×285	137	40m→302m	VIRAL
10	LMAO	×267	106	10m→548m	VIRAL

Keyword cloud

TOP 18 TOKENS

hold₂₀₅₈that₁₅₇₁lmfao₁₄₃₈fairs₁₂₅₆santi₁₂₂₀like₉₂₄oscs₈₇₆this₇₉₆yugi₇₆₈just₇₀₆piece₆₆₂ouushit₆₅₆they₆₅₃what₆₄₀shit₆₂₈yall₅₇₂https₅₇₁oooo₅₇₀

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

74:00PotatBotatWALL
@ramio2altt Unclear request. “67 spam thoughts” could mean: 1) 67 spam messages/thoughts (likely nonsense content) 2) 67
76:00bulbasauralrightPEAK
HES PROPOSING
76:00sincerelyluckiPEAK
HES GONNA PROPOSE
76:00fdog_98PEAK
he’s gonna propose?
76:00xozebraPEAK
oma he finna propose
76:00wutrmelonPEAK
he will pray again?
76:00xozebraPEAK
oma he finna propose ͏

User colors

TOP 16

Participation inequality

3,122 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

20%

31 users

Top 5%

49%

156 users

Top 10%

66%

312 users

Community split

SHARE OF CHATTERS

CORE

DRIVE-BY

Lorenz curve · cumulative share

USERS → MESSAGES

DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT

User tiers · who carries the chat

4 TIERS

1 msg868USERS868MSGS1.3%
2-4 msgs756USERS2,059MSGS3.1%
5-19 msgs819USERS7,785MSGS11.6%
20+ msgs679USERS56,210MSGS84.0%

679 super-active users (21.7% of chatters) wrote 84% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@santipulgaz532 · by 175 users
@yvettepp125 · by 82 users
@impul5ive82 · by 54 users
@sunnys53 · by 47 users
@1jdab140 · by 31 users
@santipulgazlive39 · by 1 users
@santipulgazvods39 · by 1 users
@itsoddo38 · by 33 users
@sincerelylucki32 · by 22 users
@xov829 · by 21 users

Top interactors

WHO REACHES OUT

fossabot153 sent
angelway_56 sent
impul5ive54 sent
fannaf202543 sent
streamelements31 sent
oooovel29 sent
diispariityy27 sent
zara_ejaz27 sent
potatbotat26 sent
krenziii26 sent

Badge mix

TOP 8

SUBSCRIBER28764 · 43%
FOOTBALL-FEST-20265954 · 9%
PREMIUM4580 · 7%
SUB-GIFTER4289 · 6%
MODERATOR3840 · 6%
BLOSSOM-BADGE3643 · 5%
TURBO2956 · 4%
JASONTHEWEEN-7-DAY-SURVIVAL2868 · 4%

Core community

312

≥3 interactions

Drive-by

816

1 msg · 0 interactions

Mentions

2,336

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	fossabot	→	santipulgaz	66
02	angelway_	→	santipulgaz	56
03	fossabot	→	santipulgazlive	39
04	fossabot	→	santipulgazvods	39
05	5aico	→	santipulgaz	14
06	adityag_	→	santipulgaz	13
07	crazmeze5k	→	santipulgaz	12
08	plummet3r	→	santipulgaz	12
09	dracorush	→	santipulgaz	12
10	lamonseed	→	santipulgaz	10
11	buttonmashingx	→	santipulgaz	10
12	anilulas	→	santipulgaz	9

Chat tape

NOTABLE MESSAGES

00:00karambit_1234510OPENER
OOO
02:00ifwthiccthighsPING
@santipulgaz so you got the stuff for the walls but still haven't put them up???
02:00PotatBotatPING
@rayy_00098 ͏👥 @santipulgaz has 90,901 followers on Twitch! Progress towards follower goal: 91% (9,099 more to go!)
03:00goshtcPING
RUN FANUM IS COMING @santipulgaz
03:00crazmeze5kPING
@santipulgaz First link of the day https://x.com/LudwigAhgren/status/2079017096785076440?s=20
03:00lamonseedPING
@santipulgaz why ludwig told arky to leave you in the trenches?

Social share card

This is the exact image link unfurlers render when this stream is shared.

↓ Download card (1200×630)

Ad equivalence

DEMO

no viewer track captured

Engagement quality

MEASURED

Viewers who chat

Msgs / viewer

0.1

chat depth

Community gini

0.77

0 = broad, 1 = few voices

Loyal chatters

1498

≥5 msgs

Sub messages

45%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY1.7%
CAPS RAGE13.1%
SPAM/PASTA10.4%
BOT MSGS0.4%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	youtube.com	×152	16	6m→563m	BOT TIMER
LINK	x.com	×101	36	3m→556m	BOT TIMER
LINK	tiktok.com	×60	15	6m→556m	BOT TIMER
LINK	streamelements.com	×52	1	6m→559m	BOT TIMER
CMD	!pin	×41	10	6m→540m	ORGANIC
LINK	strms.net	×40	1	5m→560m	BOT TIMER
LINK	cdn.discordapp.com	×33	17	13m→453m	ORGANIC
LINK	instagram.com	×30	1	6m→556m	BOT TIMER
CMD	!watchtime	×29	21	4m→519m	ORGANIC
LINK	youtu.be	×29	12	116m→250m	ORGANIC
LINK	twitch.tv	×27	18	9m→510m	ORGANIC
LINK	bit.ly	×9	1	6m→565m	BOT TIMER
CMD	!mattress	×8	7	201m→402m	ORGANIC
CMD	!followage	×7	4	11m→530m	ORGANIC

Sponsor lift · ad-read impact

DEMO

Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.

Audience language

MEASURED

ES1.0%
EN15.3%
OTHER / EMOTE-ONLY83.7%

language of written messages · emote-only spam excluded from ES/EN

Audience overlap

DEMO

streamer_alpha34% shared
streamer_beta21% shared
streamer_gamma9% shared
streamer_delta4% shared

shared active chatters · real version needs chat dumps of candidate streamers

Growth track

DEMO

Followers / wk

+2,100

last week

Streams / wk

5.2

±1h start time

real version fetches channel history via twitchtracker / helix

MSGS 66,922CHATTERS 3122POS 4,924NEG 221TOP KEYWORD “HOLD” ×2058GINI 0.772BOTS 8PEAK ×12 @ 24m

santipulgaz's Just Chatting stream "award ceremony watchparty !comm !socials !discord !oscs" on Jul 20, 2026 generated 66,922 messages from 3,122 unique chatters (117.4 msgs/min average, peaking at 653/min). Sentiment ran 4,924 positive vs 221 negative, and the top keyword was "hold" (×2058). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

santipulgaz stream analytics summary